| # Tony Stark Chatbot | |
| This model is a chatbot designed to generate responses in the style of Tony Stark, also known as Iron Man from the Marvel comics and movies. | |
| ## Model Architecture | |
| The `tony_stark_chatbot` is based on the [`DialoGPT-medium`](https://huggingface.co/microsoft/DialoGPT-medium) model, a powerful GPT-based architecture designed for generating conversational responses. It has been fine-tuned on a dataset of Tony Stark's dialogues from Marvel movie transcripts. | |
| ## Usage | |
| You can use this model to generate responses for a given input text using the following code: | |
| ```python | |
| from transformers import AutoModelForCausalLM, AutoTokenizer | |
| tokenizer = AutoTokenizer.from_pretrained('diabolic6045/tony_stark_chatbot') | |
| model = AutoModelForCausalLM.from_pretrained('diabolic6045/tony_stark_chatbot') | |
| input_text = "What's your favorite hobby?" | |
| input_tokens = tokenizer.encode(input_text, return_tensors='pt') | |
| output_tokens = model.generate(input_tokens, max_length=50, num_return_sequences=1) | |
| output_text = tokenizer.decode(output_tokens[0], skip_special_tokens=True) | |
| print(output_text) | |
| ``` | |
| ## Limitations | |
| This model is specifically designed to generate responses in the style of Tony Stark and may not provide accurate or coherent answers for general knowledge questions. It may also sometimes generate inappropriate responses. Be cautious while using this model in a public setting or for critical applications. | |
| ## Training Data | |
| The model was fine-tuned on a dataset of Tony Stark's dialogues from Marvel movie transcripts. The dataset was collected from publicly available movie scripts and includes conversations and quotes from various Marvel Cinematic Universe films. | |
| ## Acknowledgments | |
| This model was trained using the Hugging Face [Transformers](https://github.com/huggingface/transformers) library, and it is based on the [`DialoGPT-medium`](https://huggingface.co/microsoft/DialoGPT-medium) model by Microsoft. Special thanks to the Hugging Face team and Microsoft for their contributions to the NLP community. | |
| --- | |
| Feel free to test the model and provide feedback or report any issues. Enjoy chatting with Tony Stark! | |